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Electrical Engineering and Computer Science

Faculty and Staff

Dr. Ayush Goyal

Associate Professor of Computer Science and Director, AI-Cyb Lab at TAMUK

Education:

  • Ph.D., Computer Science University of Oxford, Oxford, U.K. 2013
  • B.S., Electrical Engineering Boise State University (BSU), Boise, I.D., U.S.A. 2005

Awards & Grants:

  1. A. Goyal (PI), M. Nijim (Co-PI), A. Mishra (Co-PI), D. Hicks (Co-PI), “ASEE CyBR-MSI: IRR Workshop Participation”, ASEE CyBR-MSI: IRR, $3000, 1/24-8/24, submitted 10/23. Funded 11/23.
  2. M. Nijim (PI), A. Goyal (Co-PI), A. Mishra (Co-PI), D. Hicks (Co-PI), H. Al-Bataineh (Co-PI), “Multi-Tiered Education and Research for Preparing a Future Cyber Engineering Workforce”, DHS SLA MSI, $999,676, 3/23-3/27, submitted 1/23. Funded 7/23.
  3. A. Mishra (PI), D. Hicks (PI), A. Goyal (PI), M. Nijim (PI), “Pathways to Graduate Studies in Cyber Intelligence”, DHS CBTS COE TAMU, $501,377, 5/23-5/25, submitted 2/23. Funded 5/23.
  4. A. Goyal (PI, TAMUK), S. Ghosh (Lead PI, TSU), K. Kaur (PI, CSUB), M. Laurent-Rice (PI, SC), “Collaborative Research: CISE-MSI: DP: CPS: Cyber Resilient 5G Enabled Virtual Power System for Growing Power Demand”, NSF CISE MSI, $110,851 (TAMUK budget), 10/22-9/25, submitted 2/22. Funded 7/22.
  5. A. Goyal (PI, TAMUK), S. Ghosh (Lead PI, TSU), K. Kaur (PI, CSUB), M. Laurent-Rice (PI, SC), “Design and Simulation of the 5G Communication Infrastructure Between Solar Micro-Inverters and SCADA System”, ASEE CyBR-MSI 2022-009, $3,600 (TAMUK Budget) subaward from TSU, 7/22-10/22 (project extended), submitted (subaward application to TSU) 5/22. Funded 7/22.
  6. H. Ammari (PI), L. McLauchlan (Co-PI), A. Goyal (Co-PI), A. Mishra (Senior Personnel), “Building a Research and Educational Lab in the Area of Connected and Heterogeneous Autonomous Vehicle Networks via the Acquisition of Autonomous Ground Vehicles Studio”, DoD HBCU/MI, $528,300, 7/22-7/23, submitted 8/21. Funded 6/22.
  7. M. Nijim (PI), A. Goyal (Co-PI), A. Mishra (Co-PI), D. Hicks (Co-PI), N. Pokhrel (Co-PI, XULA), “Building Cyber Intelligence Workforce Through AI-Based Cybersecurity Education and Training”, DHS SLA MSI, $466,324, 8/21-8/24, submitted 10/20. Funded 2/21.

Professional Service:

  • Local Chair, Knowledge Graph and Semantic Web Conference (KGSWC-2021)  http://www.kgswc.org/iberoamerican-conferences/

Research interest:

  • Biomedical engineering; Biomedical signal and image processing; Bioinformatics; Computer vision; Machine learning

Courses taught:

  • Undergraduate courses: Special Problems, Web Mobile App Dev, IOS Mobile App Dev, Computer Graphics, Database Systems, Object-Oriented Programming, Introduction to Computer Science, Learning in Global Context I 
  • Graduate Courses:– Software Engineering, Computer Communication Networks, Database Systems, Thesis, Graduate Research Project, Bioinformatics Computing, Broadband Networks, Cloud Computing, Mobile App Programming, Studies on Current Research 

Selected Publications:

  1.  Yadav DP, Jalal AS, Goyal A, Mishra A, Uprety K, Guragai N. COVID-19 radiograph prognosis using a deep CResNeXt network. Multimedia Tools and Applications. 2023 Sep;82(23):36479-505.
  2. Yadav DP, Jalal AS, Garlapati D, Hossain K, Goyal A, Pant G. Deep learning-based ResNeXt model in phycological studies for future. Algal Research. 2020 Sep 1;50:102018.
  3. Gaurav D, Tiwari SM, Goyal A, Gandhi N, Abraham A. Machine intelligence-based algorithms for spam filtering on document labeling. Soft Computing. 2020 Jul;24(13):9625-38.
  4. Yadav DP, Sharma A, Singh M, Goyal A. Feature extraction based machine learning for human burn diagnosis from burn images. IEEE Journal of Translational Engineering in Health and Medicine. 2019 Jul 18;7:1-7.
  5. Goyal A. Image-based clustering and connected component labeling for rapid automated left and right ventricular endocardial volume extraction and segmentation in full cardiac cycle multi-frame MRI images of cardiac patients. Medical & Biological Engineering & Computing. 2019 Jun 19;57:1213-28.
  6. Hyde ER, Cookson AN, Lee J, Michler C, Goyal A, Sochi T, Chabiniok R, Sinclair M, Nordsletten DA, Spaan J, Van Den Wijngaard JP. Multi-scale parameterisation of a myocardial perfusion model using whole-organ arterial networks. Annals of Biomedical Engineering. 2014 Apr;42:797-811.
  7. Goyal A, Lee J, Lamata P, van den Wijngaard J, van Horssen P, Spaan J, Siebes M, Grau V, Smith NP. Model-based vasculature extraction from optical fluorescence cryomicrotome images. IEEE Transactions on Medical Imaging. 2012 Nov 15;32(1):56-72.

Contact Information:

EC 306
Department of Electrical Engineering and Computer Science
MSC 192 Texas A&M University-Kingsville
Kingsville, Texas 78363-8202
voice: (361) 593-2630
fax: (361) 593-4026
email: ayush.goyal@tamuk.edu

Dr. Ayush Goyal